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Genomic evaluation and interaction genotype environment of milk production trait in Gyr (Bos indicus) dairy cattle of Colombia and Brazil

Abstract

The Gyr breed and its crosses are unquestionably a consolidated genetic material, being the base along with the other zebu breeds, for the support of the cattle raising of tropical and subtropical countries like Brazil, Colombia, Mexico, Peru, Venezuela. The productive and reproductive potentials of the animals are expressed only to the extent that their environmental conditions allow. This effect is called genotype-environment interaction, that is the expression of genotypes in two different environments, and can be quantified using genomic data to be included in sire breeding programs. The objective of this project is to evaluate the importance of genotype-environment interaction in linear reaction norm models, based on genomic values, aiming at the genomic selection for the Gyr milk production of animals from Brazil and Colombia, as well as the study of genomic regions of greater variance in the environmental gradient. For this study the only animals with phenotypic records (dairy control) and pedigree information from Brazil and Colombia will be genotyped. To achieve the objectives, analyzes of data imputation by the FImpute program, genetic-quantitative analyzes reaction norms models for interaction genotype-environment of milk production, random regression analyzes using Bayesian estimation of the variance components using genomic relationship matrices, and association analysis (GWAS) by the Mizstal genomic program will be performed. (AU)

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Scientific publications
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
TORO-OSPINA, ALEJANDRA MARIA; FARIA, RICARDO ANTONIO; DOMINGUEZ-CASTANO, PABLO; SANTANA, MARIO LUIZ; GONZALEZ, LUIS GABRIEL; ESPASANDIN, ANA CAROLINA; VASCONCELOS SILVA, JOSINEUDSON AUGUSTO I. I.. Genotype-environment interaction for milk production of Gyr cattle in Brazil and Colombia. GENES & GENOMICS, v. 45, n. 2, p. 9-pg., . (17/23633-0)

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